Peer-Reviewed Publications

• Cultural and Geographical Influences on Image Translatability of Words across Languages. Nikzad Khani, Isidora Chara Tourni, Mohammad Sadegh Rasooli, Chris Callison-Burch and Derry Tanti Wijaya. Proc. of NAACL 2021 (to appear)
• What makes gun violence a (less) prominent issue? A computational analysis of compelling arguments and selective agenda setting. Lei Guo, Kate Mays, Yiyan Zhang, Derry Wijaya, Margrit Betke. Mass Communication and Society, 2021/3/4. link
• JUUL the heartbreaker: Twitter analysis of cardiovascular health perceptions of vaping. Traci Hong, Jiaxi Wu, Derry Wijaya, Ziming Xuan, Jessica L Fetterman. Tobacco induced diseases, Volume 19, 2021/01. link
• LAL: Linguistically Aware Learning for Scene Text Recognition. Yi Zheng, Wenda Qin, Derry Wijaya, Margrit Betke. Proc. of ACM Multimedia 2020. pdf
• Learning to Scale Multilingual Representations for Vision-Language Tasks. Andrea Burns, Donghyun Kim, Derry Wijaya, Kate Saenko, Bryan A. Plummer. Proc. of ECCV 2020. pdf
• Multi-label and Multilingual News Framing Analysis. Afra Feyza Akyürek, Lei Guo, Randa Elanwar, Margrit Betke, Prakash Ishwar, Derry T. Wijaya. Proc. of ACL 2020. pdf
• Informativity in Image Captions vs. Referring Expressions. Elizabeth Coppock, Danielle Dionne, Nathanial Graham, Elias Ganem, Shijie Zhao, Shawn Lin, Wenxing Liu, Derry Wijaya. Proc. of Probability and Meaning (PaM2020) (to appear).
• Discussions of miscarriage and preterm births on Twitter. Nina Cesare, Olubusola Oladeji, Kadija Ferryman, Derry Wijaya, Karen D. Hendricks‐Muñoz, Alyssa Ward, Elaine O. Nsoesie. In Journal of the Paediatric and Perinatal Epidemiology, 2020. pdf
• Detecting Frames in News Headlines and Its Application to Analyzing News Framing Trends Surrounding U.S. Gun Violence. Siyi Liu, Lei Guo, Kate Mays, Margrit Betke, Derry Wijaya. Proc. of CoNLL 2019. HongKong. pdf Gun Violence Frame Corpus (GVFC) dataset
• Winter is here: Summarizing Twitter Streams related to Pre-Scheduled Events. Anietie Andy, Derry Wijaya, Daphne Ippolito, Chris Callison-Burch. Proceedings of the Second Workshop on Storytelling at ACL 2019. pdf
• Detecting reports of unsafe foods in consumer product reviews Adyasha Maharana, Kunlin Cai, Joseph Hellerstein, Yulin Hswen, Michael Munsell, Valentina Staneva, Miki Verma, Cynthia Vint, Derry Wijaya, Elaine O Nsoesie . In Journal of the American Medical Informatics Association (JAMIA) Open, 2019. link
• What makes gun violence a prominent issue? A computational analysis of compelling arguments and partisanship Lei Guo, Kate Mays, Yiyan Zhang, Derry Wijaya, Margrit Betke. In Association for Education in Journalism and Mass Communication Conference, 2019. pdf
• Learning Translations via Images with a Massively Multilingual Image Dataset. John Hewitt, Daphne Ippolito, Brendan Callahan, Reno Kriz, Derry Wijaya, Chris Callison-Burch. Proc. of ACL 2018. Melbourne, Australia. pdf
• Learning Translations via Matrix Completion. Derry Wijaya, Brendan Callahan, John Hewitt, Jie Gao, Xiao Ling, Marianna Apidianaki, Chris Callison-Burch. Proc. of EMNLP 2017. Copenhagen, Denmark. pdf pre-computed translations code
• Mapping Verbs in Different Languages to Knowledge Base Relations using Web Text as Interlingua. Derry Wijaya and Tom Mitchell. Proc. of NAACL 2016. San Diego, California. pdf verb-relation mapping
• Events, Entities, and Text. Derry Wijaya. Proc. of Events in Language and Cognition Workshop (ELC) 2016, CUNY 2016, Gainesville, Florida. poster abstract
• "A Spousal Relation Begins with a Deletion of engage and Ends with an Addition of divorce": Learning State Changing Verbs from Wikipedia Revision History. Derry Wijaya, Ndapa Nakashole, Tom Mitchell. Proc. of EMNLP 2015. Lisbon, Portugal. pdf state-changing verbs
• Never-Ending Learning. Tom Mitchell, William Cohen, Estevam Hruschka, Partha Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi, Matt Gardner, Bryan Kisiel, Jayant Krishnmurthy, Ni Lao, Kathryn Mazaitis, Tahir Mohammad, Ndapandula Nakashole, Emmanouil Antonios Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling. Proc. of the Conference on Artificial Intelligence (AAAI), 2015. Austin Texas, USA. pdf
• Mining and Organizing a Resource of State-changing Verbs. Derry Wijaya, Ndapa Nakashole, Tom Mitchell. Proc. of the 4th Workshop on Automated Knowledge Base Construction (AKBC), at NIPS 2014. Montreal, Canada. pdf
• CTPs: Contextual Temporal Profiles for Time Scoping Facts via Entity State Change Detection. Derry Wijaya, Ndapa Nakashole, Tom Mitchell. Proc. of EMNLP 2014, Doha, Qatar. pdf
• PIDGIN: Ontology Alignment using Web Text as Interlingua. Derry Wijaya, Partha Pratim Talukdar, Tom Mitchell. Proc. of CIKM 2013, San Fransisco, USA. pdf poster presented at Google Scholars Retreat 2013
• Acquiring Temporal Constraints between Relations. Partha Pratim Talukdar, Derry Wijaya, Tom Mitchell. Proc. of CIKM 2012, Hawaii, USA. pdf poster presented at CMU SCS: Graph Analytics Workshop
• The Macro Reading of Time. Derry Wijaya, Partha Pratim Talukdar, Tom Mitchell. Poster presentation at Mid-Atlantic Student Colloquium on Speech, Language and Learning (MASC-SLL) 2012, University of Maryland, College Park, USA. poster
• Coupled Temporal Scoping. Partha Pratim Talukdar, Derry Wijaya, Tom Mitchell. Proc. of the International Conference on Web Search and Data Mining (WSDM 2012), Seattle, USA. pdf
• Clustering Vertices in Weighted Graphs. Derry Wijaya and Stéphane Bressan. Graph Data Management: Techniques and Application. IGI Global, 2012. 285-298
• Understanding Semantic Change of Words Over Centuries. Derry Tanti Wijaya and Reyyan Yeniterzi. Proc. of the Workshop on Detecting and Exploiting Cultural Diversity on the Social Web (DETECT) 2011, CIKM 2011, Glasgow, Scotland. pdf
• "Nut Case: What does It Mean?": Understanding Semantic Relationship between Nouns in Noun Compounds through Paraphrasing and Ranking the Paraphrases. Derry Tanti Wijaya and Philip Gianfortoni. Proc. of the Workshop on Search and Mining Entity-Relationship Data (SMER) 2011, CIKM 2011, Glasgow, Scotland. pdf
• Predicting Classifier Performance Using Data Set Descriptors and Data Mining Ontology. Derry Tanti Wijaya, Alexandros Kalousis, Melanie Hilario. Proc. of the 3rd Planning to Learn Workshop, ECAI 2010, Lisbon, Portugal. pdf
• Ricochet: A Family of Unconstrained Algorithms for Graph clustering. Derry Tanti Wijaya and Stéphane Bressan. DASFAA 2009, Brisbane, Australia. pdf slides codes+data
• Random Walk on the Red Carpet: Rating Movies with User Reviews and PageRank. Derry Tanti Wijaya and Stéphane Bressan. CIKM 2008, Napa Valley, California, USA. pdf slides codes+data
• Hierarchical Clustering for POS Tagging of the Indonesian Language. Derry Tanti Wijaya and Stéphane Bressan. SNLP 2007, Pattaya, Thailand. pdf slides
• Journey to the Centre of the Star: Various Ways of Finding Star Centers in Star Clustering. Derry Tanti Wijaya and Stéphane Bressan. R. Wagner, N. Revell, and G. Pernul (Eds.): DEXA 2007, LNCS 4653, pp. 660-670, 2007, Regensburg, Germany. pdf slides codes data
• Clustering Web Documents Using Co-citation, Coupling, Incoming, and Outgoing Hyperlinks: a Comparative Performance Analysis of Algorithms. Derry Tanti Wijaya and Stéphane Bressan. International Journal of Web Information System 2 (2), June 2006. pdf

Media Coverage

• Voice of America TV feature for Indonesian JakTV and ANTV. Filmed during the 2013 Fulbright Science and Technology Capstone in Washington, D.C. clip in Indonesian
• Voice of America Radio feature for Indonesian Radio Prambors and PAS FM, June 18, 2013. clip in Indonesian
• Aiming to Learn as We Do, a Machine Teaches Itself, New York Times, by Steve Lohr, October 5, 2010. article

Other publications/presentations

• NELL: a machine that continuously reads, learns, and thinks by itself. Derry Wijaya. An article written for the Global Scientist, an online magazine by international Fulbright science and technology fellows. link
• Carnegie Mellon University Three Minute Thesis 2014. Derry Wijaya. Three Minute Thesis Competition Final Round. link
• NELL and Discovery 2020. Derry Wijaya. TED-style presentation at Fulbright Science and Technology Conference 2012, Orlando, Florida, USA. clip
• Computers that Learn: Never Ending Language Learner (NELL) Practical Applications in the context of Indonesian Development. Derry Wijaya. Presentation at Indonesian Focus Conference 2012, East Lansing, Michigan, USA. pdf
• A Farmer's Hope. Derry Tanti Wijaya and Syahrial Dahler. An article in the book Gema Kebangkitan: Catatan Harapan Anak Bangsa (Echo of Awakening: Diary of Hopes from the Children of the Nation). A book published in celebration of the 100th-year Indonesian National Awakening day, 2008. pdf
• The Role of Women in Local Economic Reform in Indonesia. Derry Tanti Wijaya. A research done for the Women Study Center, State University of Malang, Indonesia, 2003